Sample size and validation issues on the development of CAD systems

International Congress Series

Volumn 1268, Issue C, 2004, Pages 872-877

  Chan, Heang Ping ^a   Sahiner, Berkman ^a   Hadjiiski, Lubomir ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

Author keywords

Classifier design; Computer aided diagnosis; Resampling techniques; Sample size

Indexed keywords

EID: 25144476816     PISSN: 05315131     EISSN: None     Source Type: Book Series    
DOI: 10.1016/j.ics.2004.03.226     Document Type: Article

References (7)

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4. B Sahiner Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size Medical Physics 27 2000 1509 1522
5. B Efron The Jackknife, the Bootstrap, and other Resampling Plans 1982 Society for Industrial and Applied Mathematics Philadelphia
6. M.R Chernick V.K Murthy C.D Nealy Application of bootstrap and other resampling techniques: evaluation of classifier performance Pattern Recognition Letters 3 1985 167 178
7. T Hastie R Tibshirani J Friedman The Elements of Statistical Learning 2001 Springer-Verlag New York